name: tufte-viz description: | Ideate and critique data visualizations using Edward Tufte's principles from "The Visual Display of Quantitative Information." Use this skill when: (1) Designing new data visualizations or charts (2) Critiquing or improving existing visualizations (3) Reviewing dashboards or reports for graphical integrity (4) Deciding between visualization approaches (5) Reducing chartjunk or improving data-ink ratio (6) Planning small multiples or high-density displays

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

Scope: Community-documented methods to access developer/engineering options on MG4 Electric infotainment (Android Automotive OS 9, MT2712), enable installation from unknown sources, sideload apps (notably Nova Launcher), and work around SAIC’s default launcher behavior. Differences between SE/basic and Trophy/XPower/higher-end trims are noted where known.

Safety & Warranty: Proceed at your own risk. Do not interact with the infotainment while driving. Some functions may be disabled by updates, vary by region/trim/firmware, or affect warranty.

Primary discovery threads: XDA starter post and MGEVs forum posts describing the keyboard-trigger trick and trim/version notes.

Par Hamza Sehouli | Développeur Shopify & SEO freelance au Maroc

Ce Gist explique comment intégrer un agent de chat IA Chatbase sur une boutique Shopify au Maroc, avec contexte client automatique, support bilingue français/arabe, et personnalisation pour le marché marocain.